We study the existence and stability of persistent states in large networks
of quadratic integrate-and-fire neurons. The networks consist of two popul
ations, one excitatory and one inhibitory. The stability of the asynchronou
s state is studied analytically. Our study demonstrates the role of recurre
nt inhibition and inhibitory-inhibitory interactions in stable persistent a
ctivity in large neuronal networks.